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Special Issue: Design by Data: Cultivating Datasets for Engineering Design
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Faez Ahmed, Cyril Picard, Wei Chen, Christopher McComb, Pingfeng Wang, Ikjin Lee, Tino Stankovic, Douglas Allaire, Stefan Menzel
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147 |
4 |
040301–None |
2025 |
37.45 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Large Language Models for Predicting Empathic Accuracy Between a Designer and a User
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Oluwatoba Fabunmi, Saman Halgamuge, Daniel Beck, Katja Holtta-Otto
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147 |
4 |
041401–None |
2025 |
55.3 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes
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Kevin Ferguson, Yu-hsuan Chen, Yiming Chen, Andrew Gillman, James Hardin, Levent Burak Kara
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147 |
4 |
041701–None |
2025 |
30.53 |
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Average Rating: 0.0 / 5
(0 Reviews)
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A Dataset of 3M Single-DOF Planar 4-, 6-, and 8-Bar Linkage Mechanisms With Open and Closed Coupler Curves for Machine Learning-Driven Path Synthesis
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Anar Nurizada, Rohit Dhaipule, Zhijie Lyu, Anurag Purwar
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147 |
4 |
041702–None |
2025 |
35.43 |
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Average Rating: 0.0 / 5
(0 Reviews)
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DeepJEB: 3D Deep Learning-Based Synthetic Jet Engine Bracket Dataset
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Seongjun Hong, Yongmin Kwon, Dongju Shin, Jangseop Park, Namwoo Kang
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147 |
4 |
041703–None |
2025 |
32.51 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Bi-Level Interturn Short-Circuit Fault Monitoring for Wind Turbine Generators With Benchmark Dataset Development
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Jingyi Yan, Soroush Senemmar, Jie Zhang
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147 |
4 |
041704–None |
2025 |
44.34 |
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Average Rating: 0.0 / 5
(0 Reviews)
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A Dataset Generation Framework for Symmetry-Induced Mechanical Metamaterials
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Mohammad Abu-Mualla, Jida Huang
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147 |
4 |
041705–None |
2025 |
34.39 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Customer Segmentation and Need Analysis Based on Sentiment Network of Online Reviewers and Graph Embedding
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Mengyuan Shen, Bohan Feng, Aoxiang Cheng, Youyi Bi
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147 |
4 |
041706–None |
2025 |
35.47 |
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Average Rating: 0.0 / 5
(0 Reviews)
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A Method for Synthesizing Ontology-Based Textual Design Datasets: Evaluating the Potential of Large Language Model in Domain-Specific Dataset Generation
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Yunjian Qiu, Yan Jin
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147 |
4 |
041707–None |
2025 |
27.49 |
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Average Rating: 0.0 / 5
(0 Reviews)
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A Visual Representation of Engineering Catalogs Using Variational Autoencoders
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Saketh Sridhara, Krishnan Suresh
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147 |
4 |
041708–None |
2025 |
35.37 |
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Average Rating: 0.0 / 5
(0 Reviews)
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